Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	3649
Missing cells	6978
Missing cells (%)	9.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.2 MiB
Average record size in memory	332.7 B

Variable types

Text	3
Numeric	18

Alerts

`Access to clean fuels for cooking` is highly overall correlated with `Access to electricity (% of population)` and 6 other fields	High correlation
`Access to electricity (% of population)` is highly overall correlated with `Access to clean fuels for cooking` and 6 other fields	High correlation
`Electricity from fossil fuels (TWh)` is highly overall correlated with `Access to clean fuels for cooking` and 4 other fields	High correlation
`Electricity from nuclear (TWh)` is highly overall correlated with `Value_co2_emissions_kt_by_country`	High correlation
`Electricity from renewables (TWh)` is highly overall correlated with `Electricity from fossil fuels (TWh)` and 4 other fields	High correlation
`Latitude` is highly overall correlated with `Access to clean fuels for cooking` and 1 other fields	High correlation
`Low-carbon electricity (% electricity)` is highly overall correlated with `Electricity from renewables (TWh)` and 3 other fields	High correlation
`Primary energy consumption per capita (kWh/person)` is highly overall correlated with `Access to clean fuels for cooking` and 5 other fields	High correlation
`Renewable energy share in the total final energy consumption (%)` is highly overall correlated with `Access to clean fuels for cooking` and 5 other fields	High correlation
`Renewable-electricity-generating-capacity-per-capita` is highly overall correlated with `Electricity from renewables (TWh)` and 2 other fields	High correlation
`Renewables (% equivalent primary energy)` is highly overall correlated with `Electricity from renewables (TWh)` and 3 other fields	High correlation
`Value_co2_emissions_kt_by_country` is highly overall correlated with `Access to clean fuels for cooking` and 5 other fields	High correlation
`gdp_per_capita` is highly overall correlated with `Access to clean fuels for cooking` and 3 other fields	High correlation
`Access to clean fuels for cooking` has 169 (4.6%) missing values	Missing
`Renewable-electricity-generating-capacity-per-capita` has 931 (25.5%) missing values	Missing
`Financial flows to developing countries (US $)` has 2089 (57.2%) missing values	Missing
`Renewable energy share in the total final energy consumption (%)` has 194 (5.3%) missing values	Missing
`Electricity from nuclear (TWh)` has 126 (3.5%) missing values	Missing
`Low-carbon electricity (% electricity)` has 42 (1.2%) missing values	Missing
`Energy intensity level of primary energy (MJ/$2017 PPP GDP)` has 207 (5.7%) missing values	Missing
`Value_co2_emissions_kt_by_country` has 428 (11.7%) missing values	Missing
`Renewables (% equivalent primary energy)` has 2137 (58.6%) missing values	Missing
`gdp_growth` has 317 (8.7%) missing values	Missing
`gdp_per_capita` has 282 (7.7%) missing values	Missing
`Renewable-electricity-generating-capacity-per-capita` has 229 (6.3%) zeros	Zeros
`Renewable energy share in the total final energy consumption (%)` has 95 (2.6%) zeros	Zeros
`Electricity from fossil fuels (TWh)` has 141 (3.9%) zeros	Zeros
`Electricity from nuclear (TWh)` has 2945 (80.7%) zeros	Zeros
`Electricity from renewables (TWh)` has 639 (17.5%) zeros	Zeros
`Low-carbon electricity (% electricity)` has 618 (16.9%) zeros	Zeros
`Renewables (% equivalent primary energy)` has 58 (1.6%) zeros	Zeros

Reproduction

Analysis started	2024-05-03 15:04:39.020205
Analysis finished	2024-05-03 15:05:30.697949
Duration	51.68 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

Entity
Text

Distinct	176
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Memory size	233.1 KiB

Length

Max length	32
Median length	22
Mean length	8.3762675
Min length	4

Characters and Unicode

Total characters	30565
Distinct characters	52
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Afghanistan
2nd row	Afghanistan
3rd row	Afghanistan
4th row	Afghanistan
5th row	Afghanistan

Value	Count	Frequency (%)
and	126	2.8%
guinea	63	1.4%
new	63	1.4%
united	63	1.4%
saint	63	1.4%
islands	42	0.9%
republic	42	0.9%
sudan	29	0.6%
south	29	0.6%
antigua	21	0.5%
Other values (191)	3957	88.0%

Most occurring characters

Value	Count	Frequency (%)
a	4917	16.1%
i	2766	9.0%
n	2474	8.1%
e	1975	6.5%
r	1667	5.5%
o	1485	4.9%
u	1256	4.1%
t	1177	3.9%
l	1029	3.4%
d	995	3.3%
Other values (42)	10824	35.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	25323	82.8%
Uppercase Letter	4372	14.3%
Space Separator	849	2.8%
Dash Punctuation	21	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	4917	19.4%
i	2766	10.9%
n	2474	9.8%
e	1975	7.8%
r	1667	6.6%
o	1485	5.9%
u	1256	5.0%
t	1177	4.6%
l	1029	4.1%
d	995	3.9%
Other values (16)	5582	22.0%

Uppercase Letter

Value	Count	Frequency (%)
S	513	11.7%
B	378	8.6%
C	357	8.2%
A	315	7.2%
M	308	7.0%
G	295	6.7%
N	273	6.2%
T	231	5.3%
L	210	4.8%
P	210	4.8%
Other values (14)	1282	29.3%

Space Separator

Value	Count	Frequency (%)
	849	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	21	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	29695	97.2%
Common	870	2.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	4917	16.6%
i	2766	9.3%
n	2474	8.3%
e	1975	6.7%
r	1667	5.6%
o	1485	5.0%
u	1256	4.2%
t	1177	4.0%
l	1029	3.5%
d	995	3.4%
Other values (40)	9954	33.5%

Common

Value	Count	Frequency (%)
	849	97.6%
-	21	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30565	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	4917	16.1%
i	2766	9.0%
n	2474	8.1%
e	1975	6.5%
r	1667	5.5%
o	1485	4.9%
u	1256	4.1%
t	1177	3.9%
l	1029	3.4%
d	995	3.3%
Other values (42)	10824	35.4%

Year
Real number (ℝ)

Distinct	21
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2010.0384

Minimum	2000
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	2000
5-th percentile	2001
Q1	2005
median	2010
Q3	2015
95-th percentile	2019
Maximum	2020
Range	20
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	6.0542284
Coefficient of variation (CV)	0.0030119964
Kurtosis	-1.2038433
Mean	2010.0384
Median Absolute Deviation (MAD)	5
Skewness	-0.0091418711
Sum	7334630
Variance	36.653681
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
2020	175	4.8%
2019	175	4.8%
2018	175	4.8%
2017	175	4.8%
2016	175	4.8%
2015	175	4.8%
2014	175	4.8%
2013	175	4.8%
2011	174	4.8%
2012	174	4.8%
Other values (11)	1901	52.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2000	173	4.7%
2001	172	4.7%
2002	172	4.7%
2003	172	4.7%
2004	172	4.7%
2005	172	4.7%
2006	172	4.7%
2007	174	4.8%
2008	174	4.8%
2009	174	4.8%

Value	Count	Frequency (%)
2020	175	4.8%
2019	175	4.8%
2018	175	4.8%
2017	175	4.8%
2016	175	4.8%
2015	175	4.8%
2014	175	4.8%
2013	175	4.8%
2012	174	4.8%
2011	174	4.8%

Access to electricity (% of population)
Real number (ℝ)

HIGH CORRELATION

Distinct	2040
Distinct (%)	56.1%
Missing	10
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	78.933702

Minimum	1.2522693
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	1.2522693
5-th percentile	12.704053
Q1	59.80089
median	98.36157
Q3	100
95-th percentile	100
Maximum	100
Range	98.747731
Interquartile range (IQR)	40.19911

Descriptive statistics

Standard deviation	30.275541
Coefficient of variation (CV)	0.38355659
Kurtosis	-0.035819042
Mean	78.933702
Median Absolute Deviation (MAD)	1.63843
Skewness	-1.2058453
Sum	287239.74
Variance	916.60841
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	1355	37.1%
99.8	21	0.6%
99.9	20	0.5%
99.7	18	0.5%
99	14	0.4%
99.5	13	0.4%
99.3	10	0.3%
99.6	9	0.2%
99.4	8	0.2%
97.7	7	0.2%
Other values (2030)	2164	59.3%
(Missing)	10	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.2522693	1	< 0.1%
1.2537057	1	< 0.1%
1.2792896	1	< 0.1%
1.613591	1	< 0.1%
1.8925012	1	< 0.1%
1.9	1	< 0.1%
2.4632368	1	< 0.1%
2.5914624	1	< 0.1%
2.66	1	< 0.1%
2.79742	1	< 0.1%

Value	Count	Frequency (%)
100	1355	37.1%
99.99887	1	< 0.1%
99.99799	1	< 0.1%
99.99674	1	< 0.1%
99.996445	1	< 0.1%
99.99625	1	< 0.1%
99.99448	1	< 0.1%
99.99224	1	< 0.1%
99.992004	1	< 0.1%
99.9899	1	< 0.1%

Access to clean fuels for cooking
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	896
Distinct (%)	25.7%
Missing	169
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Mean	63.255287

Minimum	0
Maximum	100
Zeros	8
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.9
Q1	23.175
median	83.15
Q3	100
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	76.825

Descriptive statistics

Standard deviation	39.043658
Coefficient of variation (CV)	0.61723943
Kurtosis	-1.4192375
Mean	63.255287
Median Absolute Deviation (MAD)	16.85
Skewness	-0.50805448
Sum	220128.4
Variance	1524.4072
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	1071	29.4%
0.9	36	1.0%
99.9	32	0.9%
0.7	26	0.7%
0.6	25	0.7%
0.8	25	0.7%
1.1	25	0.7%
0.4	24	0.7%
1	23	0.6%
0.2	23	0.6%
Other values (886)	2170	59.5%
(Missing)	169	4.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	0.2%
0.1	2	0.1%
0.2	23	0.6%
0.3	18	0.5%
0.4	24	0.7%
0.5	19	0.5%
0.6	25	0.7%
0.65	1	< 0.1%
0.7	26	0.7%
0.8	25	0.7%

Value	Count	Frequency (%)
100	1071	29.4%
99.9	32	0.9%
99.8	19	0.5%
99.7	10	0.3%
99.65	1	< 0.1%
99.6	9	0.2%
99.55	1	< 0.1%
99.5	7	0.2%
99.4	7	0.2%
99.3	3	0.1%

Renewable-electricity-generating-capacity-per-capita
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	2110
Distinct (%)	77.6%
Missing	931
Missing (%)	25.5%
Infinite	0
Infinite (%)	0.0%
Mean	113.1375

Minimum	0
Maximum	3060.19
Zeros	229
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3.54
median	32.91
Q3	112.21
95-th percentile	541.8485
Maximum	3060.19
Range	3060.19
Interquartile range (IQR)	108.67

Descriptive statistics

Standard deviation	244.16726
Coefficient of variation (CV)	2.1581461
Kurtosis	40.450249
Mean	113.1375
Median Absolute Deviation (MAD)	32.2
Skewness	5.3669329
Sum	307507.72
Variance	59617.649
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	229	6.3%
0.01	11	0.3%
0.06	11	0.3%
0.26	10	0.3%
0.05	10	0.3%
0.17	9	0.2%
0.04	8	0.2%
0.22	8	0.2%
0.07	7	0.2%
0.2	6	0.2%
Other values (2100)	2409	66.0%
(Missing)	931	25.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	229	6.3%
0.01	11	0.3%
0.02	4	0.1%
0.04	8	0.2%
0.05	10	0.3%
0.06	11	0.3%
0.07	7	0.2%
0.08	5	0.1%
0.09	2	0.1%
0.1	1	< 0.1%

Value	Count	Frequency (%)
3060.19	1	< 0.1%
3026.4	1	< 0.1%
2238.69	1	< 0.1%
2218.72	1	< 0.1%
2216.23	1	< 0.1%
2194.18	1	< 0.1%
2192.15	1	< 0.1%
2171.22	1	< 0.1%
2166.11	1	< 0.1%
2146.8	1	< 0.1%

Financial flows to developing countries (US $)
Real number (ℝ)

MISSING

Distinct	1017
Distinct (%)	65.2%
Missing	2089
Missing (%)	57.2%
Infinite	0
Infinite (%)	0.0%
Mean	94224000

Minimum	0
Maximum	5.20231 × 10⁹
Zeros	25
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	0
5-th percentile	10000
Q1	260000
median	5665000
Q3	55347500
95-th percentile	4.457835 × 10⁸
Maximum	5.20231 × 10⁹
Range	5.20231 × 10⁹
Interquartile range (IQR)	55087500

Descriptive statistics

Standard deviation	2.9815441 × 10⁸
Coefficient of variation (CV)	3.1643149
Kurtosis	102.36703
Mean	94224000
Median Absolute Deviation (MAD)	5645000
Skewness	8.3882518
Sum	1.4698944 × 10¹¹
Variance	8.889605 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10000	65	1.8%
20000	51	1.4%
30000	30	0.8%
0	25	0.7%
50000	22	0.6%
40000	21	0.6%
90000	19	0.5%
120000	14	0.4%
60000	14	0.4%
100000	13	0.4%
Other values (1007)	1286	35.2%
(Missing)	2089	57.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25	0.7%
10000	65	1.8%
20000	51	1.4%
30000	30	0.8%
40000	21	0.6%
50000	22	0.6%
60000	14	0.4%
70000	12	0.3%
80000	13	0.4%
90000	19	0.5%

Value	Count	Frequency (%)
5202310000	1	< 0.1%
4284370000	1	< 0.1%
3386850000	1	< 0.1%
2811680000	1	< 0.1%
2472850000	1	< 0.1%
2112780000	1	< 0.1%
2070240000	1	< 0.1%
1950940000	1	< 0.1%
1791180000	1	< 0.1%
1764130000	1	< 0.1%

Renewable energy share in the total final energy consumption (%)
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	2587
Distinct (%)	74.9%
Missing	194
Missing (%)	5.3%
Infinite	0
Infinite (%)	0.0%
Mean	32.638165

Minimum	0
Maximum	96.04
Zeros	95
Zeros (%)	2.6%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.077
Q1	6.515
median	23.3
Q3	55.245
95-th percentile	88.113
Maximum	96.04
Range	96.04
Interquartile range (IQR)	48.73

Descriptive statistics

Standard deviation	29.894901
Coefficient of variation (CV)	0.91594921
Kurtosis	-0.90581772
Mean	32.638165
Median Absolute Deviation (MAD)	20.25
Skewness	0.67087283
Sum	112764.86
Variance	893.70513
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	95	2.6%
0.01	32	0.9%
0.07	13	0.4%
0.05	10	0.3%
0.06	10	0.3%
0.08	10	0.3%
0.43	8	0.2%
0.19	7	0.2%
0.18	7	0.2%
0.11	7	0.2%
Other values (2577)	3256	89.2%
(Missing)	194	5.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	95	2.6%
0.01	32	0.9%
0.02	4	0.1%
0.03	5	0.1%
0.04	4	0.1%
0.05	10	0.3%
0.06	10	0.3%
0.07	13	0.4%
0.08	10	0.3%
0.09	4	0.1%

Value	Count	Frequency (%)
96.04	1	< 0.1%
96.01	1	< 0.1%
95.76	1	< 0.1%
95.55	1	< 0.1%
95.35	1	< 0.1%
95.31	1	< 0.1%
95.29	1	< 0.1%
95.28	1	< 0.1%
95.22	1	< 0.1%
95.18	1	< 0.1%

Electricity from fossil fuels (TWh)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1859
Distinct (%)	51.2%
Missing	21
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	70.365003

Minimum	0
Maximum	5184.13
Zeros	141
Zeros (%)	3.9%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.02
Q1	0.29
median	2.97
Q3	26.8375
95-th percentile	208.1345
Maximum	5184.13
Range	5184.13
Interquartile range (IQR)	26.5475

Descriptive statistics

Standard deviation	348.05187
Coefficient of variation (CV)	4.9463775
Kurtosis	99.869361
Mean	70.365003
Median Absolute Deviation (MAD)	2.93
Skewness	9.3967603
Sum	255284.23
Variance	121140.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	141	3.9%
0.05	68	1.9%
0.04	67	1.8%
0.06	66	1.8%
0.03	56	1.5%
0.02	48	1.3%
0.08	35	1.0%
0.2	31	0.8%
0.07	28	0.8%
0.09	27	0.7%
Other values (1849)	3061	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	141	3.9%
0.01	27	0.7%
0.02	48	1.3%
0.03	56	1.5%
0.04	67	1.8%
0.05	68	1.9%
0.06	66	1.8%
0.07	28	0.8%
0.08	35	1.0%
0.09	27	0.7%

Value	Count	Frequency (%)
5184.13	1	< 0.1%
5098.22	1	< 0.1%
4990.28	1	< 0.1%
4643.1	1	< 0.1%
4355	1	< 0.1%
4345.86	1	< 0.1%
4222.76	1	< 0.1%
4203.77	1	< 0.1%
3869.38	1	< 0.1%
3811.77	1	< 0.1%

Electricity from nuclear (TWh)
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	547
Distinct (%)	15.5%
Missing	126
Missing (%)	3.5%
Infinite	0
Infinite (%)	0.0%
Mean	13.45019

Minimum	0
Maximum	809.41
Zeros	2945
Zeros (%)	80.7%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	58.345
Maximum	809.41
Range	809.41
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	73.006623
Coefficient of variation (CV)	5.427925
Kurtosis	80.982202
Mean	13.45019
Median Absolute Deviation (MAD)	0
Skewness	8.5651977
Sum	47385.02
Variance	5329.967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2945	80.7%
5.55	3	0.1%
3.91	3	0.1%
11.62	3	0.1%
5.53	2	0.1%
5.66	2	0.1%
70.34	2	0.1%
2.27	2	0.1%
2.29	2	0.1%
11.38	2	0.1%
Other values (537)	557	15.3%
(Missing)	126	3.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2945	80.7%
0.34	1	< 0.1%
0.38	1	< 0.1%
1.56	1	< 0.1%
1.74	1	< 0.1%
1.8	1	< 0.1%
1.81	1	< 0.1%
1.82	1	< 0.1%
1.84	1	< 0.1%
1.9	1	< 0.1%

Value	Count	Frequency (%)
809.41	1	< 0.1%
807.08	1	< 0.1%
806.97	1	< 0.1%
806.42	1	< 0.1%
806.21	1	< 0.1%
805.69	1	< 0.1%
804.95	1	< 0.1%
798.85	1	< 0.1%
797.18	1	< 0.1%
797.17	1	< 0.1%

Electricity from renewables (TWh)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1533
Distinct (%)	42.3%
Missing	21
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	23.96801

Minimum	0
Maximum	2184.94
Zeros	639
Zeros (%)	17.5%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.04
median	1.47
Q3	9.6
95-th percentile	98.6575
Maximum	2184.94
Range	2184.94
Interquartile range (IQR)	9.56

Descriptive statistics

Standard deviation	104.43108
Coefficient of variation (CV)	4.3571029
Kurtosis	166.04063
Mean	23.96801
Median Absolute Deviation (MAD)	1.47
Skewness	11.057606
Sum	86955.94
Variance	10905.852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	639	17.5%
0.01	134	3.7%
0.03	55	1.5%
0.02	54	1.5%
0.05	37	1.0%
0.04	27	0.7%
0.15	26	0.7%
0.06	26	0.7%
0.14	24	0.7%
0.09	21	0.6%
Other values (1523)	2585	70.8%
(Missing)	21	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	639	17.5%
0.01	134	3.7%
0.02	54	1.5%
0.03	55	1.5%
0.04	27	0.7%
0.05	37	1.0%
0.06	26	0.7%
0.07	18	0.5%
0.08	17	0.5%
0.09	21	0.6%

Value	Count	Frequency (%)
2184.94	1	< 0.1%
2014.57	1	< 0.1%
1835.32	1	< 0.1%
1667.06	1	< 0.1%
1522.79	1	< 0.1%
1393.66	1	< 0.1%
1289.23	1	< 0.1%
1093.37	1	< 0.1%
999.56	1	< 0.1%
821.4	1	< 0.1%

Low-carbon electricity (% electricity)
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	2647
Distinct (%)	73.4%
Missing	42
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	36.801182

Minimum	0
Maximum	100.00001
Zeros	618
Zeros (%)	16.9%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.8778469
median	27.865068
Q3	64.403792
95-th percentile	99.432451
Maximum	100.00001
Range	100.00001
Interquartile range (IQR)	61.525945

Descriptive statistics

Standard deviation	34.314884
Coefficient of variation (CV)	0.93243973
Kurtosis	-1.1492519
Mean	36.801182
Median Absolute Deviation (MAD)	27.817287
Skewness	0.50605174
Sum	132741.86
Variance	1177.5113
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	618	16.9%
100	114	3.1%
25	11	0.3%
16.666668	10	0.3%
14.285714	9	0.2%
33.333336	8	0.2%
20	8	0.2%
37.5	7	0.2%
15.384616	7	0.2%
28.571428	7	0.2%
Other values (2637)	2808	77.0%
(Missing)	42	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	618	16.9%
0.003998721	1	< 0.1%
0.011041184	1	< 0.1%
0.012061271	1	< 0.1%
0.014081532	1	< 0.1%
0.01477585	1	< 0.1%
0.014817889	1	< 0.1%
0.01557875	1	< 0.1%
0.016032835	1	< 0.1%
0.016329195	1	< 0.1%

Value	Count	Frequency (%)
100.00001	1	< 0.1%
100	114	3.1%
99.99999	5	0.1%
99.98112	1	< 0.1%
99.97905	1	< 0.1%
99.977715	1	< 0.1%
99.96099	1	< 0.1%
99.933235	1	< 0.1%
99.929726	2	0.1%
99.92772	1	< 0.1%

Primary energy consumption per capita (kWh/person)
Real number (ℝ)

HIGH CORRELATION

Distinct	3628
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25743.982

Minimum	0
Maximum	262585.7
Zeros	21
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	0
5-th percentile	458.07093
Q1	3116.7373
median	13120.57
Q3	33892.78
95-th percentile	103650.43
Maximum	262585.7
Range	262585.7
Interquartile range (IQR)	30776.043

Descriptive statistics

Standard deviation	34773.221
Coefficient of variation (CV)	1.3507321
Kurtosis	8.633884
Mean	25743.982
Median Absolute Deviation (MAD)	11569.17
Skewness	2.6516209
Sum	93939789
Variance	1.2091769 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21	0.6%
26508.63	2	0.1%
302.59482	1	< 0.1%
506.64435	1	< 0.1%
294.4527	1	< 0.1%
311.80307	1	< 0.1%
283.51257	1	< 0.1%
275.1137	1	< 0.1%
285.46628	1	< 0.1%
305.83826	1	< 0.1%
Other values (3618)	3618	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	0.6%
105.11012	1	< 0.1%
105.9355	1	< 0.1%
107.3414	1	< 0.1%
109.55552	1	< 0.1%
110.641914	1	< 0.1%
114.514046	1	< 0.1%
116.015	1	< 0.1%
116.01666	1	< 0.1%
122.113625	1	< 0.1%

Value	Count	Frequency (%)
262585.7	1	< 0.1%
253062.6	1	< 0.1%
245271.83	1	< 0.1%
236185.81	1	< 0.1%
234538.38	1	< 0.1%
232316.58	1	< 0.1%
230796	1	< 0.1%
223248.58	1	< 0.1%
217673.23	1	< 0.1%
216384.27	1	< 0.1%

Energy intensity level of primary energy (MJ/$2017 PPP GDP)
Real number (ℝ)

MISSING

Distinct	1044
Distinct (%)	30.3%
Missing	207
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	5.3073451

Minimum	0.11
Maximum	32.57
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	0.11
5-th percentile	2.16
Q1	3.17
median	4.3
Q3	6.0275
95-th percentile	11.9285
Maximum	32.57
Range	32.46
Interquartile range (IQR)	2.8575

Descriptive statistics

Standard deviation	3.5320201
Coefficient of variation (CV)	0.6654966
Kurtosis	9.5036572
Mean	5.3073451
Median Absolute Deviation (MAD)	1.33
Skewness	2.5890855
Sum	18267.882
Variance	12.475166
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.07	15	0.4%
5.15	15	0.4%
2.97	14	0.4%
3.86	14	0.4%
3.18	14	0.4%
2.68	13	0.4%
4.28	13	0.4%
3.57	12	0.3%
3.87	12	0.3%
3.27	12	0.3%
Other values (1034)	3308	90.7%
(Missing)	207	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.11	1	< 0.1%
0.18	4	0.1%
0.2	1	< 0.1%
0.21	2	0.1%
0.22	2	0.1%
0.23	2	0.1%
0.39	1	< 0.1%
0.42	1	< 0.1%
0.47	2	0.1%
0.49	1	< 0.1%

Value	Count	Frequency (%)
32.57	1	< 0.1%
29.85	1	< 0.1%
28.2	1	< 0.1%
28.09	1	< 0.1%
27.36	1	< 0.1%
27.27	1	< 0.1%
27.14	1	< 0.1%
26.91	1	< 0.1%
26.15	1	< 0.1%
25.32	1	< 0.1%

Value_co2_emissions_kt_by_country
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	2397
Distinct (%)	74.4%
Missing	428
Missing (%)	11.7%
Infinite	0
Infinite (%)	0.0%
Mean	159866.46

Minimum	9.9999998
Maximum	10707220
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	9.9999998
5-th percentile	180.00001
Q1	2020
median	10500
Q3	60580.002
95-th percentile	462870
Maximum	10707220
Range	10707210
Interquartile range (IQR)	58560.002

Descriptive statistics

Standard deviation	773661.06
Coefficient of variation (CV)	4.8394207
Kurtosis	97.924753
Mean	159866.46
Median Absolute Deviation (MAD)	10180
Skewness	9.3376735
Sum	5.1492988 × 10⁸
Variance	5.9855144 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.999999776	18	0.5%
170.0000018	15	0.4%
180.0000072	14	0.4%
59.99999866	12	0.3%
70.0000003	12	0.3%
119.9999973	11	0.3%
319.9999928	9	0.2%
400.000006	9	0.2%
500	9	0.2%
129.9999952	9	0.2%
Other values (2387)	3103	85.0%
(Missing)	428	11.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.999999776	18	0.5%
10	2	0.1%
30	2	0.1%
39.99999911	8	0.2%
50	2	0.1%
50.00000075	6	0.2%
59.99999866	12	0.3%
70.0000003	12	0.3%
79.99999821	5	0.1%
80	1	< 0.1%

Value	Count	Frequency (%)
10707219.73	1	< 0.1%
10502929.69	1	< 0.1%
10096009.77	1	< 0.1%
10006669.92	1	< 0.1%
9984570.313	1	< 0.1%
9874660.156	1	< 0.1%
9861099.609	1	< 0.1%
9541870.117	1	< 0.1%
9282549.805	1	< 0.1%
8474919.922	1	< 0.1%

Renewables (% equivalent primary energy)
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1455
Distinct (%)	96.2%
Missing	2137
Missing (%)	58.6%
Infinite	0
Infinite (%)	0.0%
Mean	11.986707

Minimum	0
Maximum	86.836586
Zeros	58
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0040351201
Q1	2.1370951
median	6.290766
Q3	16.841638
95-th percentile	38.898692
Maximum	86.836586
Range	86.836586
Interquartile range (IQR)	14.704543

Descriptive statistics

Standard deviation	14.994644
Coefficient of variation (CV)	1.2509394
Kurtosis	6.0031955
Mean	11.986707
Median Absolute Deviation (MAD)	5.7403452
Skewness	2.2391639
Sum	18123.901
Variance	224.83936
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	58	1.6%
10.885857	1	< 0.1%
9.67495	1	< 0.1%
11.086973	1	< 0.1%
11.174579	1	< 0.1%
11.496394	1	< 0.1%
11.522516	1	< 0.1%
4.3177876	1	< 0.1%
11.411279	1	< 0.1%
11.174628	1	< 0.1%
Other values (1445)	1445	39.6%
(Missing)	2137	58.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	58	1.6%
7.74 × 10^-5	1	< 0.1%
8.17 × 10^-5	1	< 0.1%
0.000115751	1	< 0.1%
0.000468167	1	< 0.1%
0.000582545	1	< 0.1%
0.001023664	1	< 0.1%
0.00102797	1	< 0.1%
0.001917726	1	< 0.1%
0.002035834	1	< 0.1%

Value	Count	Frequency (%)
86.836586	1	< 0.1%
83.54047	1	< 0.1%
83.27399	1	< 0.1%
83.09186	1	< 0.1%
83.07628	1	< 0.1%
82.747856	1	< 0.1%
82.5026	1	< 0.1%
81.80247	1	< 0.1%
81.15162	1	< 0.1%
80.09719	1	< 0.1%

gdp_growth
Real number (ℝ)

MISSING

Distinct	3320
Distinct (%)	99.6%
Missing	317
Missing (%)	8.7%
Infinite	0
Infinite (%)	0.0%
Mean	3.4416101

Minimum	-62.07592
Maximum	123.13956
Zeros	1
Zeros (%)	< 0.1%
Negative	509
Negative (%)	13.9%
Memory size	28.6 KiB

Quantile statistics

Minimum	-62.07592
5-th percentile	-4.3422707
Q1	1.3833019
median	3.5598552
Q3	5.8300992
95-th percentile	10.2
Maximum	123.13956
Range	185.21547
Interquartile range (IQR)	4.4467973

Descriptive statistics

Standard deviation	5.6867202
Coefficient of variation (CV)	1.652343
Kurtosis	74.772214
Mean	3.4416101
Median Absolute Deviation (MAD)	2.2205305
Skewness	2.5420582
Sum	11467.445
Variance	32.338786
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.8	2	0.1%
13.2	2	0.1%
3.3	2	0.1%
0.2	2	0.1%
4.200000001	2	0.1%
4.1	2	0.1%
2.8	2	0.1%
3.4	2	0.1%
5.9	2	0.1%
3	2	0.1%
Other values (3310)	3312	90.8%
(Missing)	317	8.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-62.07591958	1	< 0.1%
-36.65815267	1	< 0.1%
-36.3919771	1	< 0.1%
-33.4999021	1	< 0.1%
-31.30000005	1	< 0.1%
-30.14513259	1	< 0.1%
-24.00000003	1	< 0.1%
-22.85714286	1	< 0.1%
-21.46426628	1	< 0.1%
-20.59877072	1	< 0.1%

Value	Count	Frequency (%)
123.1395552	1	< 0.1%
63.37987543	1	< 0.1%
53.38179418	1	< 0.1%
43.47955594	1	< 0.1%
37.99872686	1	< 0.1%
34.5	1	< 0.1%
33.62937185	1	< 0.1%
30.6122449	1	< 0.1%
27.96153807	1	< 0.1%
26.68090263	1	< 0.1%

gdp_per_capita
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3367
Distinct (%)	100.0%
Missing	282
Missing (%)	7.7%
Infinite	0
Infinite (%)	0.0%
Mean	13283.774

Minimum	111.92723
Maximum	123514.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	28.6 KiB

Quantile statistics

Minimum	111.92723
5-th percentile	382.20532
Q1	1337.8134
median	4578.6332
Q3	15768.615
95-th percentile	53860.753
Maximum	123514.2
Range	123402.27
Interquartile range (IQR)	14430.802

Descriptive statistics

Standard deviation	19709.867
Coefficient of variation (CV)	1.483755
Kurtosis	6.1841881
Mean	13283.774
Median Absolute Deviation (MAD)	3833.8725
Skewness	2.3595989
Sum	44726468
Variance	3.8847885 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
464.057999	1	< 0.1%
1226.644309	1	< 0.1%
1327.966782	1	< 0.1%
1499.25762	1	< 0.1%
1444.36951	1	< 0.1%
1503.864191	1	< 0.1%
1655.802946	1	< 0.1%
1760.460308	1	< 0.1%
1811.636803	1	< 0.1%
1934.062922	1	< 0.1%
Other values (3357)	3357	92.0%
(Missing)	282	7.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
111.9272251	1	< 0.1%
113.5672513	1	< 0.1%
119.490396	1	< 0.1%
120.7657837	1	< 0.1%
123.1175361	1	< 0.1%
124.4607909	1	< 0.1%
128.0997081	1	< 0.1%
128.3367028	1	< 0.1%
131.7153072	1	< 0.1%
134.3634269	1	< 0.1%

Value	Count	Frequency (%)
123514.1967	1	< 0.1%
119966.0349	1	< 0.1%
119932.2437	1	< 0.1%
118869.2999	1	< 0.1%
117197.4817	1	< 0.1%
117098.4463	1	< 0.1%
116014.6025	1	< 0.1%
113218.7133	1	< 0.1%
113023.1856	1	< 0.1%
112591.1162	1	< 0.1%

Density\n(P/Km2)
Text

Distinct	124
Distinct (%)	3.4%
Missing	1
Missing (%)	< 0.1%
Memory size	211.9 KiB

Length

Max length	5
Median length	4
Mean length	2.4470943
Min length	1

Characters and Unicode

Total characters	8927
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	60
2nd row	60
3rd row	60
4th row	60
5th row	60

Value	Count	Frequency (%)
25	147	4.0%
18	113	3.1%
4	105	2.9%
3	63	1.7%
137	63	1.7%
83	63	1.7%
16	63	1.7%
20	63	1.7%
17	63	1.7%
26	63	1.7%
Other values (114)	2842	77.9%

Most occurring characters

Value	Count	Frequency (%)
1	1618	18.1%
3	1113	12.5%
2	1092	12.2%
4	917	10.3%
6	777	8.7%
5	756	8.5%
0	721	8.1%
8	701	7.9%
7	686	7.7%
9	441	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8822	98.8%
Other Punctuation	105	1.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1618	18.3%
3	1113	12.6%
2	1092	12.4%
4	917	10.4%
6	777	8.8%
5	756	8.6%
0	721	8.2%
8	701	7.9%
7	686	7.8%
9	441	5.0%

Other Punctuation

Value	Count	Frequency (%)
,	105	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8927	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1618	18.1%
3	1113	12.5%
2	1092	12.2%
4	917	10.3%
6	777	8.7%
5	756	8.5%
0	721	8.1%
8	701	7.9%
7	686	7.7%
9	441	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8927	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1618	18.1%
3	1113	12.5%
2	1092	12.2%
4	917	10.3%
6	777	8.7%
5	756	8.5%
0	721	8.1%
8	701	7.9%
7	686	7.7%
9	441	4.9%

Land Area(Km2)
Text

Distinct	175
Distinct (%)	4.8%
Missing	1
Missing (%)	< 0.1%
Memory size	227.6 KiB

Length

Max length	9
Median length	8
Mean length	6.8333333
Min length	2

Characters and Unicode

Total characters	24928
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	6,52,230
2nd row	6,52,230
3rd row	6,52,230
4th row	6,52,230
5th row	6,52,230

Value	Count	Frequency (%)
6,52,230	21	0.6%
13,878	21	0.6%
23,81,741	21	0.6%
12,46,700	21	0.6%
443	21	0.6%
27,80,400	21	0.6%
29,743	21	0.6%
179	21	0.6%
77,41,220	21	0.6%
83,871	21	0.6%
Other values (165)	3438	94.2%

Most occurring characters

Value	Count	Frequency (%)
,	5210	20.9%
0	2877	11.5%
1	2716	10.9%
2	2143	8.6%
4	1850	7.4%
8	1820	7.3%
3	1807	7.2%
7	1785	7.2%
6	1688	6.8%
5	1617	6.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19718	79.1%
Other Punctuation	5210	20.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2877	14.6%
1	2716	13.8%
2	2143	10.9%
4	1850	9.4%
8	1820	9.2%
3	1807	9.2%
7	1785	9.1%
6	1688	8.6%
5	1617	8.2%
9	1415	7.2%

Other Punctuation

Value	Count	Frequency (%)
,	5210	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	24928	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
,	5210	20.9%
0	2877	11.5%
1	2716	10.9%
2	2143	8.6%
4	1850	7.4%
8	1820	7.3%
3	1807	7.2%
7	1785	7.2%
6	1688	6.8%
5	1617	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24928	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	5210	20.9%
0	2877	11.5%
1	2716	10.9%
2	2143	8.6%
4	1850	7.4%
8	1820	7.3%
3	1807	7.2%
7	1785	7.2%
6	1688	6.8%
5	1617	6.5%

Latitude
Real number (ℝ)

HIGH CORRELATION

Distinct	175
Distinct (%)	4.8%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	18.246388

Minimum	-40.900557
Maximum	64.963051
Zeros	0
Zeros (%)	0.0%
Negative	798
Negative (%)	21.9%
Memory size	28.6 KiB

Quantile statistics

Minimum	-40.900557
5-th percentile	-23.442503
Q1	3.202778
median	17.189877
Q3	38.969719
95-th percentile	55.378051
Maximum	64.963051
Range	105.86361
Interquartile range (IQR)	35.766941

Descriptive statistics

Standard deviation	24.159232
Coefficient of variation (CV)	1.3240556
Kurtosis	-0.61488052
Mean	18.246388
Median Absolute Deviation (MAD)	17.936536
Skewness	-0.24218556
Sum	66562.823
Variance	583.66848
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.93911	21	0.6%
21.4735329	21	0.6%
52.132633	21	0.6%
-20.904305	21	0.6%
-40.900557	21	0.6%
12.865416	21	0.6%
17.607789	21	0.6%
9.081999	21	0.6%
41.608635	21	0.6%
60.472024	21	0.6%
Other values (165)	3438	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-40.900557	21	0.6%
-38.416097	21	0.6%
-35.675147	21	0.6%
-32.522779	21	0.6%
-30.559482	21	0.6%
-29.609988	21	0.6%
-26.522503	21	0.6%
-25.274398	21	0.6%
-23.442503	21	0.6%
-22.95764	21	0.6%

Value	Count	Frequency (%)
64.963051	21	0.6%
61.92411	21	0.6%
60.472024	21	0.6%
60.128161	21	0.6%
58.595272	21	0.6%
56.879635	21	0.6%
56.26392	21	0.6%
56.130366	21	0.6%
55.378051	21	0.6%
55.169438	21	0.6%

Longitude
Real number (ℝ)

Distinct	175
Distinct (%)	4.8%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	14.822695

Minimum	-175.19824
Maximum	178.06503
Zeros	0
Zeros (%)	0.0%
Negative	1155
Negative (%)	31.7%
Memory size	28.6 KiB

Quantile statistics

Minimum	-175.19824
5-th percentile	-88.49765
Q1	-11.779889
median	19.145136
Q3	46.199616
95-th percentile	138.25292
Maximum	178.06503
Range	353.26327
Interquartile range (IQR)	57.979505

Descriptive statistics

Standard deviation	66.348148
Coefficient of variation (CV)	4.4761192
Kurtosis	0.43573263
Mean	14.822695
Median Absolute Deviation (MAD)	28.574635
Skewness	-0.033539968
Sum	54073.19
Variance	4402.0767
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67.709953	21	0.6%
55.975413	21	0.6%
5.291266	21	0.6%
165.618042	21	0.6%
174.885971	21	0.6%
-85.207229	21	0.6%
8.081666	21	0.6%
8.675277	21	0.6%
21.745275	21	0.6%
8.468946	21	0.6%
Other values (165)	3438	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-175.198242	21	0.6%
-172.104629	21	0.6%
-157.3768317	21	0.6%
-106.346771	21	0.6%
-102.552784	21	0.6%
-95.712891	21	0.6%
-90.230759	21	0.6%
-88.89653	21	0.6%
-88.49765	21	0.6%
-86.241905	21	0.6%

Value	Count	Frequency (%)
178.065032	21	0.6%
177.64933	21	0.6%
174.885971	21	0.6%
166.959158	21	0.6%
166.931503	21	0.6%
165.618042	21	0.6%
160.156194	21	0.6%
143.95555	21	0.6%
138.252924	21	0.6%
133.775136	21	0.6%

Auto

Heatmap
Table

	Access to clean fuels for cooking	Access to electricity (% of population)	Electricity from fossil fuels (TWh)	Electricity from nuclear (TWh)	Electricity from renewables (TWh)	Energy intensity level of primary energy (MJ/$2017 PPP GDP)	Financial flows to developing countries (US $)	Latitude	Longitude	Low-carbon electricity (% electricity)	Primary energy consumption per capita (kWh/person)	Renewable energy share in the total final energy consumption (%)	Renewable-electricity-generating-capacity-per-capita	Renewables (% equivalent primary energy)	Value_co2_emissions_kt_by_country	Year	gdp_growth	gdp_per_capita
Access to clean fuels for cooking	1.000	0.894	0.547	0.348	0.264	-0.260	0.074	0.512	-0.091	-0.099	0.912	-0.727	0.252	-0.013	0.554	0.057	-0.224	0.899
Access to electricity (% of population)	0.894	1.000	0.545	0.349	0.285	-0.217	0.141	0.610	-0.015	-0.080	0.878	-0.695	0.311	-0.024	0.533	0.130	-0.220	0.843
Electricity from fossil fuels (TWh)	0.547	0.545	1.000	0.495	0.521	-0.030	0.295	0.427	0.122	-0.159	0.530	-0.499	0.185	-0.255	0.943	0.067	-0.080	0.474
Electricity from nuclear (TWh)	0.348	0.349	0.495	1.000	0.496	0.071	0.263	0.386	-0.047	0.215	0.363	-0.184	0.231	0.147	0.545	-0.007	-0.117	0.313
Electricity from renewables (TWh)	0.264	0.285	0.521	0.496	1.000	-0.042	0.361	0.264	0.004	0.656	0.216	0.138	0.756	0.722	0.646	0.122	-0.069	0.227
Energy intensity level of primary energy (MJ/$2017 PPP GDP)	-0.260	-0.217	-0.030	0.071	-0.042	1.000	-0.004	0.009	0.233	0.053	-0.108	0.242	-0.176	-0.390	-0.011	-0.161	0.149	-0.374
Financial flows to developing countries (US $)	0.074	0.141	0.295	0.263	0.361	-0.004	1.000	0.125	0.082	0.079	0.057	-0.012	0.150	0.137	0.324	0.238	0.036	0.067
Latitude	0.512	0.610	0.427	0.386	0.264	0.009	0.125	1.000	-0.020	0.013	0.499	-0.343	-0.101	0.151	0.448	0.003	-0.061	0.405
Longitude	-0.091	-0.015	0.122	-0.047	0.004	0.233	0.082	-0.020	1.000	-0.076	-0.019	-0.060	-0.089	-0.359	0.060	0.001	0.211	-0.126
Low-carbon electricity (% electricity)	-0.099	-0.080	-0.159	0.215	0.656	0.053	0.079	0.013	-0.076	1.000	-0.124	0.503	0.649	0.849	0.011	0.061	-0.011	-0.119
Primary energy consumption per capita (kWh/person)	0.912	0.878	0.530	0.363	0.216	-0.108	0.057	0.499	-0.019	-0.124	1.000	-0.710	0.266	-0.172	0.542	0.027	-0.190	0.900
Renewable energy share in the total final energy consumption (%)	-0.727	-0.695	-0.499	-0.184	0.138	0.242	-0.012	-0.343	-0.060	0.503	-0.710	1.000	0.037	0.793	-0.409	-0.005	0.130	-0.651
Renewable-electricity-generating-capacity-per-capita	0.252	0.311	0.185	0.231	0.756	-0.176	0.150	-0.101	-0.089	0.649	0.266	0.037	1.000	0.820	0.259	0.206	-0.046	0.253
Renewables (% equivalent primary energy)	-0.013	-0.024	-0.255	0.147	0.722	-0.390	0.137	0.151	-0.359	0.849	-0.172	0.793	0.820	1.000	-0.129	0.168	-0.202	0.149
Value_co2_emissions_kt_by_country	0.554	0.533	0.943	0.545	0.646	-0.011	0.324	0.448	0.060	0.011	0.542	-0.409	0.259	-0.129	1.000	0.064	-0.053	0.463
Year	0.057	0.130	0.067	-0.007	0.122	-0.161	0.238	0.003	0.001	0.061	0.027	-0.005	0.206	0.168	0.064	1.000	-0.218	0.206
gdp_growth	-0.224	-0.220	-0.080	-0.117	-0.069	0.149	0.036	-0.061	0.211	-0.011	-0.190	0.130	-0.046	-0.202	-0.053	-0.218	1.000	-0.284
gdp_per_capita	0.899	0.843	0.474	0.313	0.227	-0.374	0.067	0.405	-0.126	-0.119	0.900	-0.651	0.253	0.149	0.463	0.206	-0.284	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Entity	Year	Access to electricity (% of population)	Access to clean fuels for cooking	Renewable-electricity-generating-capacity-per-capita	Financial flows to developing countries (US $)	Renewable energy share in the total final energy consumption (%)	Electricity from fossil fuels (TWh)	Electricity from renewables (TWh)	Low-carbon electricity (% electricity)	Primary energy consumption per capita (kWh/person)	Energy intensity level of primary energy (MJ/$2017 PPP GDP)	Value_co2_emissions_kt_by_country	Renewables (% equivalent primary energy)	gdp_growth	gdp_per_capita	Density\n(P/Km2)	Land Area(Km2)	Latitude	Longitude
0	Afghanistan	2000	1.613591	6.20	9.22	20000.0	44.99	0.16	0.31	65.957440	302.59482	1.64	760.000000	NaN	NaN	NaN	60	6,52,230	33.93911	67.709953
1	Afghanistan	2001	4.074574	7.20	8.86	130000.0	45.60	0.09	0.50	84.745766	236.89185	1.74	730.000000	NaN	NaN	NaN	60	6,52,230	33.93911	67.709953
2	Afghanistan	2002	9.409158	8.20	8.47	3950000.0	37.83	0.13	0.56	81.159424	210.86215	1.40	1029.999971	NaN	NaN	179.426579	60	6,52,230	33.93911	67.709953
3	Afghanistan	2003	14.738506	9.50	8.09	25970000.0	36.66	0.31	0.63	67.021280	229.96822	1.40	1220.000029	NaN	8.832278	190.683814	60	6,52,230	33.93911	67.709953
4	Afghanistan	2004	20.064968	10.90	7.75	NaN	44.24	0.33	0.56	62.921350	204.23125	1.20	1029.999971	NaN	1.414118	211.382074	60	6,52,230	33.93911	67.709953
5	Afghanistan	2005	25.390894	12.20	7.51	9830000.0	33.88	0.34	0.59	63.440857	252.06912	1.41	1549.999952	NaN	11.229715	242.031313	60	6,52,230	33.93911	67.709953
6	Afghanistan	2006	30.718690	13.85	7.40	10620000.0	31.89	0.20	0.64	76.190475	304.42090	1.50	1759.999990	NaN	5.357403	263.733602	60	6,52,230	33.93911	67.709953
7	Afghanistan	2007	36.051010	15.30	7.25	15750000.0	28.78	0.20	0.75	78.947370	354.27990	1.53	1769.999981	NaN	13.826320	359.693158	60	6,52,230	33.93911	67.709953
8	Afghanistan	2008	42.400000	16.70	7.49	16170000.0	21.17	0.19	0.54	73.972600	607.83350	1.94	3559.999943	NaN	3.924984	364.663542	60	6,52,230	33.93911	67.709953
9	Afghanistan	2009	46.740050	18.40	7.50	9960000.0	16.53	0.16	0.78	82.978720	975.04816	2.25	4880.000114	NaN	21.390528	437.268740	60	6,52,230	33.93911	67.709953

	Entity	Year	Access to electricity (% of population)	Access to clean fuels for cooking	Renewable-electricity-generating-capacity-per-capita	Financial flows to developing countries (US $)	Renewable energy share in the total final energy consumption (%)	Electricity from fossil fuels (TWh)	Electricity from renewables (TWh)	Low-carbon electricity (% electricity)	Primary energy consumption per capita (kWh/person)	Energy intensity level of primary energy (MJ/$2017 PPP GDP)	Value_co2_emissions_kt_by_country	Renewables (% equivalent primary energy)	gdp_growth	gdp_per_capita	Density\n(P/Km2)	Land Area(Km2)	Latitude	Longitude
3639	Zimbabwe	2011	36.900000	30.1	66.20	1080000.0	79.27	3.43	5.51	61.633114	3860.7898	11.77	11409.99985	NaN	14.193913	1093.653409	38	3,90,757	-19.015438	29.154857
3640	Zimbabwe	2012	44.000000	29.8	65.14	NaN	77.50	3.25	5.68	63.605820	4106.9497	10.42	12010.00023	NaN	16.665429	1304.968011	38	3,90,757	-19.015438	29.154857
3641	Zimbabwe	2013	40.498375	29.8	64.44	319000000.0	78.87	3.90	5.36	57.883370	4085.3320	10.48	12279.99973	NaN	1.989493	1429.998461	38	3,90,757	-19.015438	29.154857
3642	Zimbabwe	2014	32.300000	29.5	63.38	17830000.0	80.27	3.92	5.79	59.629250	3940.8862	10.40	12079.99992	NaN	2.376929	1434.896277	38	3,90,757	-19.015438	29.154857
3643	Zimbabwe	2015	33.700000	29.5	63.54	NaN	80.82	4.02	5.37	57.188496	3860.9202	10.36	12430.00031	NaN	1.779873	1445.069702	38	3,90,757	-19.015438	29.154857
3644	Zimbabwe	2016	42.561730	29.8	62.88	30000.0	81.90	3.50	3.32	48.680350	3227.6802	10.00	11020.00046	NaN	0.755869	1464.588957	38	3,90,757	-19.015438	29.154857
3645	Zimbabwe	2017	44.178635	29.8	62.33	5570000.0	82.46	3.05	4.30	58.503407	3068.0115	9.51	10340.00015	NaN	4.709492	1235.189032	38	3,90,757	-19.015438	29.154857
3646	Zimbabwe	2018	45.572647	29.9	82.53	10000.0	80.23	3.73	5.46	59.412407	3441.9858	9.83	12380.00011	NaN	4.824211	1254.642265	38	3,90,757	-19.015438	29.154857
3647	Zimbabwe	2019	46.781475	30.1	81.40	250000.0	81.50	3.66	4.58	55.582527	3003.6553	10.47	11760.00023	NaN	-6.144236	1316.740657	38	3,90,757	-19.015438	29.154857
3648	Zimbabwe	2020	52.747670	30.4	80.61	30000.0	81.90	3.40	4.19	55.204216	2680.1318	10.00	NaN	NaN	-6.248748	1214.509820	38	3,90,757	-19.015438	29.154857

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample